{"id":"W1554700623","doi":"10.1007/s00415-008-0685-1","title":"Neuroanatomy of pseudobulbar affect","year":2008,"lang":"en","type":"article","venue":"Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Multiple Sclerosis Society of Canada","keywords":"Brainstem; Lesion; Medicine; Psychology; Neurology; White matter; Magnetic resonance imaging; Audiology; Pathology; Neuroscience; Radiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002588892,0.00009165476,0.0005031651,0.0002725523,0.00004195883,0.000001377838,0.000134985,0.000060173,0.00007968435],"category_scores_gemma":[0.001159632,0.00006567904,0.0001910578,0.000169256,0.000259244,0.00005360143,0.00006318585,0.0004992374,0.00000944585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009553605,"about_ca_system_score_gemma":0.0001129388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006082026,"about_ca_topic_score_gemma":0.000001328437,"domain_scores_codex":[0.9987018,0.0001612456,0.0004205231,0.0001031864,0.0003996311,0.0002136814],"domain_scores_gemma":[0.9987178,0.0003534872,0.000278474,0.0001699706,0.0003409863,0.0001393116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004133403,0.0008288809,0.6803617,0.0001843333,0.0004488748,0.007657435,0.000521538,0.00008442366,0.2526158,0.00006374339,0.04797696,0.005122899],"study_design_scores_gemma":[0.002311575,0.004408345,0.9711898,0.00001822584,0.00004219838,0.007893149,0.000008360715,0.0001001502,0.004610756,0.00001826436,0.009355386,0.00004377844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930624,0.0003809611,0.00003181869,0.005169809,0.0002186218,0.0001081929,0.000001304758,0.000006705617,0.001020142],"genre_scores_gemma":[0.9969329,0.001614559,0.0002600953,0.0008736013,0.0002366818,0.000001168455,1.898654e-7,0.00001298281,0.00006782012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2908281,"threshold_uncertainty_score":0.2678313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05763083275601122,"score_gpt":0.3348586248699608,"score_spread":0.2772277921139495,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}